Triple

T10376864
Position Surface form Disambiguated ID Type / Status
Subject World Climate Research Programme E244528 entity
Predicate program P804 FINISHED
Object Global Energy and Water Exchanges
Global Energy and Water Exchanges is an international research initiative that studies the Earth's water and energy cycles to improve understanding and prediction of weather, climate, and hydrological processes.
E860370 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Global Energy and Water Exchanges | Statement: [World Climate Research Programme, program, Global Energy and Water Exchanges]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Global Energy and Water Exchanges
Context triple: [World Climate Research Programme, program, Global Energy and Water Exchanges]
  • A. Clouds and the Earth’s Radiant Energy System
    Clouds and the Earth’s Radiant Energy System (CERES) is a satellite instrument designed to measure the Earth’s radiation budget and study how clouds and aerosols affect the planet’s climate and energy balance.
  • B. Earth System Model Development
    Earth System Model Development is a research program focused on advancing comprehensive computer models that simulate the coupled atmosphere, ocean, land, ice, and biogeochemical processes of the Earth’s climate system.
  • C. Environmental System Science program
    The Environmental System Science program is a U.S. Department of Energy research initiative that supports fundamental studies of terrestrial ecosystems and their responses to environmental change, often through field experiments and modeling.
  • D. Earth climate system
    The Earth climate system is the interconnected global network of atmosphere, oceans, land surfaces, ice, and living organisms that together regulate the planet’s weather patterns and long-term climate.
  • E. Working Group III contribution to the IPCC Third Assessment Report
    The Working Group III contribution to the IPCC Third Assessment Report is a major scientific assessment focusing on climate change mitigation options, policies, and technologies to reduce greenhouse gas emissions.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Global Energy and Water Exchanges
Triple: [World Climate Research Programme, program, Global Energy and Water Exchanges]
Generated description
Global Energy and Water Exchanges is an international research initiative that studies the Earth's water and energy cycles to improve understanding and prediction of weather, climate, and hydrological processes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Global Energy and Water Exchanges
Target entity description: Global Energy and Water Exchanges is an international research initiative that studies the Earth's water and energy cycles to improve understanding and prediction of weather, climate, and hydrological processes.
  • A. Clouds and the Earth’s Radiant Energy System
    Clouds and the Earth’s Radiant Energy System (CERES) is a satellite instrument designed to measure the Earth’s radiation budget and study how clouds and aerosols affect the planet’s climate and energy balance.
  • B. Earth System Model Development
    Earth System Model Development is a research program focused on advancing comprehensive computer models that simulate the coupled atmosphere, ocean, land, ice, and biogeochemical processes of the Earth’s climate system.
  • C. Environmental System Science program
    The Environmental System Science program is a U.S. Department of Energy research initiative that supports fundamental studies of terrestrial ecosystems and their responses to environmental change, often through field experiments and modeling.
  • D. Earth climate system
    The Earth climate system is the interconnected global network of atmosphere, oceans, land surfaces, ice, and living organisms that together regulate the planet’s weather patterns and long-term climate.
  • E. Working Group III contribution to the IPCC Third Assessment Report
    The Working Group III contribution to the IPCC Third Assessment Report is a major scientific assessment focusing on climate change mitigation options, policies, and technologies to reduce greenhouse gas emissions.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e98278e08190a4d3ff88b4039e49 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d795754570819093747f80e32fffce completed April 9, 2026, 12:03 p.m.
NEDg Description generation batch_69d7bde050ac8190b87a0c81700ad1b1 completed April 9, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69d7e60afaf481909a0790c94e323143 completed April 9, 2026, 5:46 p.m.
Created at: April 6, 2026, 12:02 p.m.